Chain Builder

The Chain Builder skill helps you design and execute multi-step prompt chains where the output of one prompt becomes the input to the next. This enables complex, multi-stage processing that would be difficult to accomplish in a single prompt, while maintaining clarity, modularity, and debuggability.

This skill guides you through chain design, identifying optimal breakpoints, managing data flow between steps, handling errors, and validating outputs at each stage. It's particularly valuable for tasks that involve multiple distinct phases like research → analysis → synthesis → formatting, or ideation → planning → implementation → review.

Use this skill when you have complex tasks that benefit from sequential processing, when you need intermediate validation between steps, or when different parts of a task require different specialized prompts or tools.

Core Workflows

Workflow 1: Design Prompt Chain from Goal

1. Clarify the end goal:
   • What's the final output?
   • What quality standards apply?
   • What constraints exist?
2. Decompose into logical stages:
   • Identify distinct phases
   • Determine stage boundaries
   • Order by dependencies